no code implementations • 12 Dec 2023 • Jan Sobotka, Petr Šimánek, Daniel Vašata
Optimization is an integral part of modern deep learning.
no code implementations • 27 Jan 2023 • Matej Choma, Petr Šimánek, Jakub Bartel
Deep learning methods dominate short-term high-resolution precipitation nowcasting in terms of prediction error.
1 code implementation • 30 Nov 2022 • Jiří Pihrt, Rudolf Raevskiy, Petr Šimánek, Matej Choma
WeatherFusionNet is a U-Net architecture that fuses three different ways to process the satellite data; predicting future satellite frames, extracting rain information from the current frames, and using the input sequence directly.
no code implementations • 29 Nov 2022 • Petr Šimánek, Daniel Vašata, Pavel Kordík
Designing faster optimization algorithms is of ever-growing interest.
